What AI assistants actually recommend when buyers ask about social proof and review tools — measured weekly across 5 engines, published as open data.
Updated 2026-08-15 · 75 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Sample: 75 AI answers · Window: Jul 18, 2026 – Aug 15, 2026 (4-week rolling) · trend vs prior 4 weeks (28 answers)
Samples by engine: PERPLEXITY 21 (last run Aug 14, 2026) · GEMINI 19 (last run Aug 14, 2026) · CHATGPT 14 (last run Aug 14, 2026) · CLAUDE 14 (last run Aug 15, 2026) · GROK 7 (last run Jul 23, 2026 — stalest)
How these numbers are made: sampling design · prompt provenance · what counts as a mention · what we cannot see
On the record: This ranking is frozen as a dated snapshot every day. View this category's history to see what entered and left the ranking and when, or read what the engines actually said on a given day.
Across 75 sampled AI answers from 5 engines, Social Proof is recommended most often — appearing in 37.3% of recommendations, followed by Trust (32%) and Birdeye (28%).
This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Social Proof Best for: AI recommends Social Proof most when buyers ask “review widgets vs full reputation management platforms for small businesses” (100% of those answers) | 37.3% 95% CI 27.3–48.6% 28 mentions · avg pos 4.8 first pick 32.1% | — | GROK 57.1%GEMINI 52.6%CHATGPT 35.7%CLAUDE 35.7%PERPLEXITY 19% | Claim |
| 2 | Trust usetrust.io Best for: AI recommends Trust most when buyers ask “review widgets vs full reputation management platforms for small businesses” (54.5% of those answers) | 32% 95% CI 22.5–43.2% 24 mentions · avg pos 7.8 first pick 25% | — | GROK 57.1%GEMINI 68.4%CHATGPT 28.6%PERPLEXITY 14.3% | Claim |
| 3 | Birdeye birdeye.com Best for: AI recommends Birdeye most when buyers ask “affordable alternatives to large review collection and reputation management platforms” (90.9% of those answers) | 28% 95% CI 19.1–39% 21 mentions · avg pos 9.3 first pick 14.3% | — | GROK 42.9%GEMINI 26.3%CHATGPT 28.6%CLAUDE 21.4%PERPLEXITY 28.6% | Claim |
| 4 | Podium Best for: AI recommends Podium most when buyers ask “affordable alternatives to large review collection and reputation management platforms” (81.8% of those answers) | 28% 95% CI 19.1–39% 21 mentions · avg pos 10.4 first pick 4.8% | — | GROK 57.1%GEMINI 15.8%CHATGPT 28.6%CLAUDE 21.4%PERPLEXITY 33.3% | Claim |
| 5 | Yotpo yotpo.com Best for: AI recommends Yotpo most when buyers ask “how do I automate review requests after a customer purchase” (63.6% of those answers) | 26.7% 95% CI 18–37.6% 20 mentions · avg pos 10.6 first pick 5% | — | GROK 57.1%GEMINI 42.1%CHATGPT 21.4%CLAUDE 21.4%PERPLEXITY 9.5% | Claim |
| 6 | Senja senja.io Best for: AI recommends Senja most when buyers ask “what should I use to collect video testimonials from happy customers” (63.6% of those answers) | 25.3% 95% CI 16.9–36.2% 19 mentions · avg pos 5.8 first pick 15.8% | — | GROK 28.6%GEMINI 21.1%CHATGPT 50%CLAUDE 7.1%PERPLEXITY 23.8% | Claim |
| 7 | Shapo shapo.io Best for: AI recommends Shapo most when buyers ask “which review tool has the best widgets for embedding on landing pages” (81.8% of those answers) | 22.7% 95% CI 14.7–33.3% 17 mentions · avg pos 2.4 first pick 23.5% | — | GROK 28.6%GEMINI 26.3%CLAUDE 35.7%PERPLEXITY 23.8% | Claim |
| 8 | NiceJob Best for: AI recommends NiceJob most when buyers ask “affordable alternatives to large review collection and reputation management platforms” (90.9% of those answers) | 20% 95% CI 12.5–30.4% 15 mentions · avg pos 6.9 first pick 13.3% | — | GROK 14.3%GEMINI 15.8%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 9 | WooCommerce Best for: AI recommends WooCommerce most when buyers ask “how do I automate review requests after a customer purchase” (90.9% of those answers) | 20% 95% CI 12.5–30.4% 15 mentions · avg pos 11.1 first pick 20% | — | GROK 14.3%GEMINI 26.3%CHATGPT 14.3%CLAUDE 35.7%PERPLEXITY 9.5% | Claim |
| 10 | Trustmary trustmary.com Best for: AI recommends Trustmary most when buyers ask “best social proof software for e-commerce and SaaS websites” (40% of those answers) | 17.3% 95% CI 10.4–27.4% 13 mentions · avg pos 3.7 first pick 38.5% | — | GROK 14.3%GEMINI 36.8%PERPLEXITY 23.8% | Claim |
| 11 | Testimonial.to testimonial.to Best for: AI recommends Testimonial.to most when buyers ask “what should I use to collect video testimonials from happy customers” (54.5% of those answers) | 17.3% 95% CI 10.4–27.4% 13 mentions · avg pos 5 first pick 23.1% | — | GROK 28.6%GEMINI 10.5%CHATGPT 21.4%CLAUDE 21.4%PERPLEXITY 14.3% | Claim |
| 12 | BrightLocal brightlocal.com Best for: AI recommends BrightLocal most when buyers ask “affordable alternatives to large review collection and reputation management platforms” (90.9% of those answers) | 17.3% 95% CI 10.4–27.4% 13 mentions · avg pos 7.4 first pick 15.4% | — | GROK 28.6%GEMINI 10.5%CHATGPT 21.4%CLAUDE 21.4%PERPLEXITY 14.3% | Claim |
| 13 | Shopify shopify.com Best for: AI recommends Shopify most when buyers ask “how do I automate review requests after a customer purchase” (63.6% of those answers) | 17.3% 95% CI 10.4–27.4% 13 mentions · avg pos 8.1 first pick 0% | — | GEMINI 10.5%CHATGPT 35.7%CLAUDE 21.4%PERPLEXITY 14.3% | Claim |
| 14 | Famewall Best for: AI recommends Famewall most when buyers ask “what should I use to collect video testimonials from happy customers” (54.5% of those answers) | 17.3% 95% CI 10.4–27.4% 13 mentions · avg pos 8.4 first pick 7.7% | — | GROK 57.1%GEMINI 21.1%CHATGPT 7.1%CLAUDE 7.1%PERPLEXITY 14.3% | Claim |
| 15 | Judge.me judge.me Best for: AI recommends Judge.me most when buyers ask “how do I automate review requests after a customer purchase” (54.5% of those answers) | 17.3% 95% CI 10.4–27.4% 13 mentions · avg pos 12.8 first pick 7.7% | — | GROK 14.3%GEMINI 15.8%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 4.8% | Claim |
| 16 | VideoAsk videoask.com Best for: AI recommends VideoAsk most when buyers ask “what should I use to collect video testimonials from happy customers” (100% of those answers) | 14.7% 95% CI 8.4–24.4% 11 mentions · avg pos 3.3 first pick 18.2% | — | GROK 28.6%GEMINI 15.8%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 14.3% | Claim |
| 17 | Elfsight elfsight.com Best for: AI recommends Elfsight most when buyers ask “which review tool has the best widgets for embedding on landing pages” (81.8% of those answers) | 14.7% 95% CI 8.4–24.4% 11 mentions · avg pos 9.1 first pick 9.1% | — | GROK 14.3%GEMINI 10.5%CHATGPT 21.4%CLAUDE 7.1%PERPLEXITY 19% | Claim |
| 18 | EmbedSocial embedsocial.com Best for: AI recommends EmbedSocial most when buyers ask “which review tool has the best widgets for embedding on landing pages” (63.6% of those answers) | 14.7% 95% CI 8.4–24.4% 11 mentions · avg pos 12.4 first pick 0% | — | GROK 28.6%GEMINI 21.1%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 9.5% | Claim |
| 19 | WiserNotify wisernotify.com Best for: AI recommends WiserNotify most when buyers ask “best social proof software for e-commerce and SaaS websites” (70% of those answers) | 14.7% 95% CI 8.4–24.4% 11 mentions · avg pos 15.8 first pick 0% | — | GROK 28.6%GEMINI 10.5%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 20 | Vocal Video Best for: AI recommends Vocal Video most when buyers ask “what should I use to collect video testimonials from happy customers” (81.8% of those answers) | 13.3% 95% CI 7.4–22.8% 10 mentions · avg pos 4.3 first pick 10% | — | GROK 28.6%GEMINI 5.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 21 | Reviews.io reviews.io Best for: AI recommends Reviews.io most when buyers ask “best tools for collecting and displaying customer reviews and testimonials” (40% of those answers) | 13.3% 95% CI 7.4–22.8% 10 mentions · avg pos 6.6 first pick 10% | — | GROK 28.6%GEMINI 26.3%CHATGPT 7.1%CLAUDE 7.1%PERPLEXITY 4.8% | Claim |
| 22 | StoryPrompt storyprompt.com Best for: AI recommends StoryPrompt most when buyers ask “what should I use to collect video testimonials from happy customers” (72.7% of those answers) | 13.3% 95% CI 7.4–22.8% 10 mentions · avg pos 6.8 first pick 20% | — | GROK 42.9%GEMINI 10.5%CHATGPT 7.1%CLAUDE 7.1%PERPLEXITY 14.3% | Claim |
| 23 | Loox Best for: AI recommends Loox most when buyers ask “best social proof software for e-commerce and SaaS websites” (40% of those answers) | 13.3% 95% CI 7.4–22.8% 10 mentions · avg pos 9.3 first pick 0% | — | GROK 14.3%GEMINI 15.8%CHATGPT 21.4%CLAUDE 21.4% | Claim |
| 24 | WiserReview Best for: AI recommends WiserReview most when buyers ask “best tools for collecting and displaying customer reviews and testimonials” (40% of those answers) | 13.3% 95% CI 7.4–22.8% 10 mentions · avg pos 13.2 first pick 0% | — | GROK 28.6%GEMINI 21.1%CHATGPT 7.1%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 25 | Make make.com Best for: AI recommends Make most when buyers ask “how do I automate review requests after a customer purchase” (45.5% of those answers) | 13.3% 95% CI 7.4–22.8% 10 mentions · avg pos 15 first pick 0% | — | GEMINI 21.1%CHATGPT 21.4%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 26 | Fomo fomo.com Best for: AI recommends Fomo most when buyers ask “best social proof software for e-commerce and SaaS websites” (90% of those answers) | 12% 95% CI 6.4–21.3% 9 mentions · avg pos 3.3 first pick 44.4% | — | GROK 14.3%GEMINI 10.5%CHATGPT 7.1%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 27 | Zapier AI zapier.com Best for: AI recommends Zapier AI most when buyers ask “how do I automate review requests after a customer purchase” (54.5% of those answers) | 12% 95% CI 6.4–21.3% 9 mentions · avg pos 5.9 first pick 44.4% | — | GROK 71.4%CHATGPT 7.1%CLAUDE 7.1%PERPLEXITY 9.5% | Claim |
| 28 | Boast Best for: AI recommends Boast most when buyers ask “what should I use to collect video testimonials from happy customers” (54.5% of those answers) | 12% 95% CI 6.4–21.3% 9 mentions · avg pos 9.6 first pick 0% | — | GROK 28.6%GEMINI 15.8%CHATGPT 7.1%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 29 | ProveSource Best for: AI recommends ProveSource most when buyers ask “best social proof software for e-commerce and SaaS websites” (80% of those answers) | 10.7% 95% CI 5.5–19.7% 8 mentions · avg pos 4.8 first pick 25% | — | GROK 14.3%GEMINI 10.5%CHATGPT 7.1%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 30 | BlooTrue blootrue.com Best for: AI recommends BlooTrue most when buyers ask “which review tool has the best widgets for embedding on landing pages” (45.5% of those answers) | 10.7% 95% CI 5.5–19.7% 8 mentions · avg pos 6 first pick 0% | — | GROK 14.3%GEMINI 21.1%CHATGPT 21.4% | Claim |
| 31 | Nudgify nudgify.com Best for: AI recommends Nudgify most when buyers ask “best social proof software for e-commerce and SaaS websites” (80% of those answers) | 10.7% 95% CI 5.5–19.7% 8 mentions · avg pos 7.3 first pick 12.5% | — | GROK 14.3%GEMINI 10.5%CHATGPT 7.1%CLAUDE 7.1%PERPLEXITY 14.3% | Claim |
| 32 | TrustPulse Best for: AI recommends TrustPulse most when buyers ask “best social proof software for e-commerce and SaaS websites” (70% of those answers) | 9.3% 95% CI 4.6–18% 7 mentions · avg pos 10.4 first pick 28.6% | — | GROK 14.3%GEMINI 10.5%CHATGPT 7.1%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 33 | Bazaarvoice bazaarvoice.com Best for: AI recommends Bazaarvoice most when buyers ask “best tools for collecting and displaying customer reviews and testimonials” (50% of those answers) | 9.3% 95% CI 4.6–18% 7 mentions · avg pos 11.7 first pick 0% | — | GROK 14.3%GEMINI 15.8%PERPLEXITY 14.3% | Claim |
| 34 | TrueReview truereview.co Best for: AI recommends TrueReview most when buyers ask “how do I automate review requests after a customer purchase” (36.4% of those answers) | 8% 95% CI 3.7–16.4% 6 mentions · avg pos 7 first pick 16.7% | — | GROK 28.6%GEMINI 5.3%CHATGPT 7.1%CLAUDE 7.1%PERPLEXITY 4.8% | Claim |
| 35 | Evidence Best for: AI recommends Evidence most when buyers ask “best social proof software for e-commerce and SaaS websites” (40% of those answers) | 8% 95% CI 3.7–16.4% 6 mentions · avg pos 8 first pick 0% | — | GROK 14.3%GEMINI 15.8%CLAUDE 7.1%PERPLEXITY 4.8% | Claim |
| 36 | GatherUp Best for: AI recommends GatherUp most when buyers ask “affordable alternatives to large review collection and reputation management platforms” (54.5% of those answers) | 8% 95% CI 3.7–16.4% 6 mentions · avg pos 9.5 first pick 0% | — | GROK 28.6%GEMINI 5.3%CHATGPT 14.3%PERPLEXITY 4.8% | Claim |
| 37 | Klaviyo klaviyo.com Best for: AI recommends Klaviyo most when buyers ask “how do I automate review requests after a customer purchase” (45.5% of those answers) | 8% 95% CI 3.7–16.4% 6 mentions · avg pos 11 first pick 0% | — | GROK 28.6%GEMINI 5.3%CHATGPT 7.1%CLAUDE 14.3% | Claim |
| 38 | Stamped.io Best for: AI recommends Stamped.io most when buyers ask “how do I automate review requests after a customer purchase” (36.4% of those answers) | 8% 95% CI 3.7–16.4% 6 mentions · avg pos 15.5 first pick 0% | — | GEMINI 21.1%CLAUDE 14.3% | Claim |
| 39 | Okendo Best for: AI recommends Okendo most when buyers ask “best tools for collecting and displaying customer reviews and testimonials” (30% of those answers) | 6.7% 95% CI 2.9–14.7% 5 mentions · avg pos 4.4 first pick 0% | — | GROK 14.3%GEMINI 5.3%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 40 | Typeform typeform.com Best for: AI recommends Typeform most when buyers ask “best tools for collecting and displaying customer reviews and testimonials” (30% of those answers) | 6.7% 95% CI 2.9–14.7% 5 mentions · avg pos 5 first pick 20% | — | GEMINI 5.3%CHATGPT 7.1%CLAUDE 7.1%PERPLEXITY 9.5% | Claim |
| 41 | Jotform jotform.com Best for: AI recommends Jotform most when buyers ask “which review tool has the best widgets for embedding on landing pages” (36.4% of those answers) | 6.7% 95% CI 2.9–14.7% 5 mentions · avg pos 9.3 first pick 0% | — | GROK 28.6%GEMINI 5.3%PERPLEXITY 9.5% | Claim |
| 42 | Reputation.com Best for: AI recommends Reputation.com most when buyers ask “affordable alternatives to large review collection and reputation management platforms” (54.5% of those answers) | 6.7% 95% CI 2.9–14.7% 5 mentions · avg pos 18 first pick 0% | — | GROK 14.3%GEMINI 5.3%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 43 | BigCommerce bigcommerce.com | 5.3% 95% CI 2.1–12.9% 4 mentions · avg pos 5.7 first pick 0% | — | CHATGPT 7.1%CLAUDE 21.4% | Claim |
| 44 | Zonka Feedback zonkafeedback.com Best for: AI recommends Zonka Feedback most when buyers ask “best tools for collecting and displaying customer reviews and testimonials” (40% of those answers) | 5.3% 95% CI 2.1–12.9% 4 mentions · avg pos 8.7 first pick 25% | — | GEMINI 5.3%PERPLEXITY 14.3% | Claim |
| 45 | ReviewGrower | 5.3% 95% CI 2.1–12.9% 4 mentions · avg pos 9 first pick 0% | — | GROK 14.3%GEMINI 5.3%CLAUDE 7.1%PERPLEXITY 4.8% | Claim |
| 46 | ReviewTrackers reviewtrackers.com | 5.3% 95% CI 2.1–12.9% 4 mentions · avg pos 16 first pick 0% | — | GROK 14.3%GEMINI 5.3%CLAUDE 7.1%PERPLEXITY 4.8% | Claim |
| 47 | ReplyDesk replydesk.com Best for: AI recommends ReplyDesk most when buyers ask “how do I automate review requests after a customer purchase” (54.5% of those answers) | 5.3% 95% CI 2.1–12.9% 4 mentions · avg pos 19.3 first pick 0% | — | GROK 14.3%GEMINI 10.5%PERPLEXITY 4.8% | Claim |
| 48 | Mailchimp mailchimp.com | 5.3% 95% CI 2.1–12.9% 4 mentions · avg pos 20 first pick 0% | — | CHATGPT 7.1%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 49 | Woo Marketplace woocommerce.com | 4% 95% CI 1.4–11.1% 3 mentions · avg pos 2.5 first pick 33.3% | — | GROK 14.3%CLAUDE 7.1%PERPLEXITY 4.8% | Claim |
| 50 | Qualtrics qualtrics.com Best for: AI recommends Qualtrics most when buyers ask “best tools for collecting and displaying customer reviews and testimonials” (30% of those answers) | 4% 95% CI 1.4–11.1% 3 mentions · avg pos 5 first pick 33.3% | — | PERPLEXITY 14.3% | Claim |
| 51 | Shoutout | 4% 95% CI 1.4–11.1% 3 mentions · avg pos 6.5 first pick 0% | — | GROK 14.3%GEMINI 10.5% | Claim |
| 52 | Feefo feefo.com | 4% 95% CI 1.4–11.1% 3 mentions · avg pos 7.7 first pick 0% | — | GROK 14.3%GEMINI 5.3%PERPLEXITY 4.8% | Claim |
| 53 | EveryWidget everywidget.com Best for: AI recommends EveryWidget most when buyers ask “which review tool has the best widgets for embedding on landing pages” (45.5% of those answers) | 4% 95% CI 1.4–11.1% 3 mentions · avg pos 9 first pick 0% | — | CHATGPT 7.1%CLAUDE 7.1%PERPLEXITY 4.8% | Claim |
| 54 | Omnisend omnisend.com | 4% 95% CI 1.4–11.1% 3 mentions · avg pos 9.5 first pick 0% | — | GROK 14.3%CLAUDE 7.1%PERPLEXITY 4.8% | Claim |
| 55 | Boast.io boast.io | 4% 95% CI 1.4–11.1% 3 mentions · avg pos 9.7 first pick 0% | — | GEMINI 10.5%PERPLEXITY 4.8% | Claim |
| 56 | Semrush One semrush.com Best for: AI recommends Semrush One most when buyers ask “affordable alternatives to large review collection and reputation management platforms” (36.4% of those answers) | 4% 95% CI 1.4–11.1% 3 mentions · avg pos 12 first pick 0% | — | GROK 28.6%PERPLEXITY 4.8% | Claim |
| 57 | SurveyMonkey surveymonkey.com | 4% 95% CI 1.4–11.1% 3 mentions · avg pos 14.3 first pick 33.3% | — | GEMINI 5.3%PERPLEXITY 9.5% | Claim |
| 58 | Nudge Best for: AI recommends Nudge most when buyers ask “best social proof software for e-commerce and SaaS websites” (30% of those answers) | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 1 first pick 50% | — | GEMINI 5.3%PERPLEXITY 4.8% | Claim |
| 59 | Grade.us | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 5 first pick 0% | — | GROK 14.3%CHATGPT 7.1% | Claim |
| 60 | ReputationStacker | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 61 | SocialPilot socialpilot.co | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 5.5 first pick 0% | — | GEMINI 5.3%CLAUDE 7.1% | Claim |
| 62 | AppFollow appfollow.io | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 5.3%PERPLEXITY 4.8% | Claim |
| 63 | Endorsal | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 9 first pick 0% | — | GROK 14.3%GEMINI 5.3% | Claim |
| 64 | Bonjoro bonjoro.com | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 9.5 first pick 0% | — | GEMINI 10.5% | Claim |
| 65 | Stripe stripe.com Best for: AI recommends Stripe most when buyers ask “how do I automate review requests after a customer purchase” (36.4% of those answers) | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 12 first pick 0% | — | CHATGPT 7.1%PERPLEXITY 4.8% | Claim |
| 66 | Loom loom.com | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 14.5 first pick 0% | — | CHATGPT 14.3% | Claim |
| 67 | Junip | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 18 first pick 0% | — | GEMINI 10.5% | Claim |
| 68 | Google Forms | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 19.5 first pick 0% | — | GROK 14.3%CHATGPT 7.1% | Claim |
| 69 | Zendesk zendesk.com | 2.7% 95% CI 0.7–9.2% 2 mentions · avg pos 32 first pick 0% | — | GEMINI 5.3%PERPLEXITY 4.8% | Claim |
| 70 | Crazy Egg crazyegg.com | 2.7% 95% CI 0.7–9.2% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 71 | HubSpot CRM hubspot.com | 2.7% 95% CI 0.7–9.2% 2 mentions first pick 0% | — | GROK 14.3%GEMINI 5.3% | Claim |
| 72 | Thryv thryv.com | 2.7% 95% CI 0.7–9.2% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 73 | SurveySparrow surveysparrow.com | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 2 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 74 | RightResponse AI | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 5 first pick 0% | — | GROK 14.3% | Claim |
| 75 | The Digital Project Manager thedigitalprojectmanager.com | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 5 first pick 0% | — | GROK 14.3% | Claim |
| 76 | Awario awario.com | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 8 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 77 | Common Ninja commoninja.com | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 5.3% | Claim |
| 78 | UseProof | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 9 first pick 0% | — | GROK 14.3% | Claim |
| 79 | Medallia | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 10 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 80 | ReviewInc | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 11 first pick 0% | — | CLAUDE 7.1% | Claim |
| 81 | Sprinklr sprinklr.com | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 11 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 82 | UserBack userback.io | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 11 first pick 0% | — | GEMINI 5.3% | Claim |
| 83 | Chattermill | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 12 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 84 | Alchemer alchemer.com | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 13 first pick 0% | — | GEMINI 5.3% | Claim |
| 85 | Sogolytics | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 13 first pick 0% | — | GEMINI 5.3% | Claim |
| 86 | Gather Voices | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 5.3% | Claim |
| 87 | Sitejabber | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 5.3% | Claim |
| 88 | GoHighLevel gohighlevel.com | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 15 first pick 0% | — | GROK 14.3% | Claim |
| 89 | Agentforce salesforce.com | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 18 first pick 0% | — | GEMINI 5.3% | Claim |
| 90 | Userflow userflow.com | 1.3% 95% CI 0.2–7.2% 1 mentions · avg pos 32 first pick 0% | — | GEMINI 5.3% | Claim |
| 91 | Affordable Reputation Management affordablereputationmanagement.com | 1.3% 95% CI 0.2–7.2% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 92 | Hey Marvin heymarvin.com | 1.3% 95% CI 0.2–7.2% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 93 | Mike Munter mikemunter.com | 1.3% 95% CI 0.2–7.2% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 94 | Pipedrive pipedrive.com | 1.3% 95% CI 0.2–7.2% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 95 | Rank Tracker ranktracker.com | 1.3% 95% CI 0.2–7.2% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 96 | RightFeature rightfeature.com | 1.3% 95% CI 0.2–7.2% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 97 | Shoutjar shoutjar.com | 1.3% 95% CI 0.2–7.2% 1 mentions first pick 0% | — | CLAUDE 7.1% | Claim |
| 98 | SourceForge sourceforge.net | 1.3% 95% CI 0.2–7.2% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 99 | timetoreply timetoreply.com Best for: AI recommends timetoreply most when buyers ask “best tools for collecting and displaying customer reviews and testimonials” (30% of those answers) | 1.3% 95% CI 0.2–7.2% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
Reading the numbers: Share is a point estimate on 75 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
What AI recommends in adjacent categories — same method, fresh weekly.
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